Use case · Human Resources

Your HR team spends 70% of their time on repetitive tasks

Resume screening, onboarding questions, board reporting, evaluation follow-ups. All of it can be automated without exposing candidate PII and in full LGPD compliance. Your human team gets back to what matters: people strategy.

Real results · Brazilian mid-market

When HR becomes data-driven, the team breathes

Brazilian mid-market companies that implemented MDA agents in HR in 2025 reported, on average, these gains in Q1.

Resume screening
−85%

Time per opening

From 12h to 1.8h on average — agent does pre-screening per role rubric.

Onboarding
+3.2×

New hire satisfaction

24/7 agent answers benefits, policy, tools questions — no HR Slack queue.

People analytics
−92%

Time on board reports

CFO asks for turnover data on Thursday? Ready Friday. No team analyzing spreadsheets.

3 frontlines where the agent delivers

Each agent has clear specialty

The standard MDA composition for your HR team. All running in your private VPC with candidate PII masking.

Agent · Recruitment

Resume screening with NLP

Reads PDFs and LinkedIn, ranks by technical fit, cultural fit and seniority level, builds ranked shortlist with justification for recruiter.

  • Pre-screening in ~30 seconds per candidate
  • Masking of photo, name, age, gender, ID number
  • Anti-bias: explainable reasoning (Aporia)
Agent · Onboarding

24/7 new hire support

Answers about benefits, vacation policy, meal allowances, health plan, IT tools — using RAG on your handbook. Works on Slack or WhatsApp.

  • RAG on handbook + Notion + HR portal
  • No hallucinations · cites policy source
  • Escalates to human on sensitive cases
Agent · People Analytics

Virtual conversational CHRO

Connects your people analytics base and answers in natural language: turnover by department, projected headcount, skills gaps, salary benchmarks.

  • Automatic SQL on Postgres / BigQuery
  • Charts ready for board presentation
  • Predictive turnover alerts by cluster
Privacy · ANPD-ready

HR is LGPD minefield — and MDA covers it

Resume is personal data. Evaluation is sensitive data. Your AI agent must treat it as such — and the Authority just tightened enforcement in 2025.

PII masking before LLM

Microsoft Presidio removes ID number, name, photo, age, gender before the prompt reaches the model. The agent works without exposing the subject.

Brazilian VPC · Art. 33 LGPD

Brazilian candidate resume never leaves the country. Server in São Paulo, BR jurisdiction, CLOUD Act protection.

Right to explanation · Art. 20

Candidate requests review of automated decision? Immutable logs show which prompt, which rubric, which weight. Aporia blocks opaque decisions.

Right to be forgotten

Candidate wasn't hired and wants to be forgotten? Delete endpoint within 15 business days — vector + log + RAG base, all cleaned.

Strategic box · MDA Consulting

HR drowning in spreadsheets, legal blocking AI and CHRO wants board-ready data

Modernizing HR with AI requires LGPD compliance, ERP/payroll integration, rubric training and bias governance. It's not just hooking ChatGPT to your database.

MDA Consulting maps your flow (hiring, onboarding, offboarding, reviews), implements the 3 agents in your VPC and delivers the ANPD-ready evidence package for your DPO to sign off.